Python for Finance
If your interest is finance and trading, then using Python to build a financial calculator makes absolute sense. As does this book which is a hands-on guide covering everything from option theory to time series.
Publisher:Packt Publishing Limited
By: Yuxing Yan
Paid access
|Sep 2025
Table of Contents
- Python Installation and Introduction
- Using Python as an ordinary calculator
- Using Python as a financial calculator
- Python codes (13 lines) to price a call option
- Introduction to modules
- Introduction to NumPy and SciPy modules
- Visual Finance via Matplotlib
- Statistical Analysis of Time Series
- Python loops and implied volatility based on the Black-Scholes model
- Statistical analysis of time series data
- Monte Carlo Simulation for options
- Volatility Measures and GARCH
PDF ISBN: 978-1-78328-438-2
Publisher: Packt Publishing Limited
Copyright owner: © 2014 Packt Publishing Limited
Publication date: 2025
Language: English
Pages: 408
